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Ma Robot AI develops a navigation AI system that remains uncertainty-aware even when encountering completely out-of-distribution observations. The system requires no training data and does not rely on the public internet, enabling robust, secure autonomy for robotic platforms performing logistics and surveillance tasks.
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